Top Big Data Companies With Best Stability & Growth (2,035)

Strong Market Position & Advantage: Evidence indicates OCC is the sole SEC‑registered central counterparty for U.S. exchange‑listed equity options and a designated SIFMU, clearing across essentially all U.S. options venues. This entrenched role underpins scale and network advantages as industry volumes set records.

Strong Revenue Growth: Company materials describe fee changes effective January 1, 2025 and materially higher cleared volumes, with annual reports showing higher revenues and net income in 2025 versus 2024. These factors collectively support a rising revenue trajectory.

Resilient & Sustainable Growth: Operational metrics show multi‑year expansion—cleared contracts increased in 2024 and accelerated in 2025, with early‑2026 months remaining higher year over year. Securities‑lending balances also trended up into 2026, reinforcing momentum.

Strong Revenue Growth: Revenue continues to rise at a double‑digit pace year over year with acceleration into year‑end. Management reaffirmed guidance for another year of meaningful top‑line expansion.

Market Expansion: The customer base and analysis volumes increased to record levels, and two large U.S. integrated health systems are expected to add substantial annual throughput as implementations ramp in the second half of 2026. Net dollar retention improved, indicating deeper adoption within existing institutions.

Strategic Partnerships: Collaborations with leading cancer centers and biopharma (e.g., MSK‑ACCESS powered with SOPHiA DDM, AstraZeneca, MD Anderson) are expanding product adoption and opening key U.S. channels. These alliances signal validation of the platform and support growth in high‑value applications like liquid biopsy.

Profitability: Q1 2026 adjusted EPS rose to $3.70 and management raised full‑year adjusted EBIT guidance. Net income is projected at $10.3–$11.7B in 2026, reflecting momentum from higher‑margin mix and execution.

Strong Market Position & Advantage: GM regained U.S. market share leadership with industry‑leading 2025 volumes and continued dominance in full‑size pickups and SUVs. The company also held the No. 2 EV seller position domestically, underscoring breadth across ICE and EV segments.

Investor Backing & Capital Strength: The board authorized $6B in share repurchases and increased the quarterly dividend to $0.18 per share. Capital returns alongside prior buybacks, debt paydown, and ongoing free cash flow signal confidence in cash generation.

Strong Revenue Growth: Public markers repeatedly indicate multi‑year revenue expansion, including recurring FT1000 fast‑growth recognition and directionally rising third‑party revenue estimates. These signals, while not audited, consistently point to continued top‑line momentum.

Product Line Growth: Recent launches such as the 2026 self‑service platform (rtb.com) expand the offering beyond a fully managed DSP model. This broadens the addressable market to SMB ecommerce advertisers while complementing the core enterprise motion.

Market Expansion: Operations span many regions and have been augmented through acquisitions (e.g., WhitePress) and subsequent group expansion (e.g., Senuto), pointing to a wider commercial footprint. Global activity across numerous markets and offices underscores sustained geographic scaling.

Investor Backing & Capital Strength: Nordic Capital announced a majority stake in July 2025 with the stated goal of accelerating expansion, signaling fresh capital and scaling support. The deal’s expected H2 2025 close aligns with plans for go-to-market acceleration and potential M&A.

Product Line Growth: Arcadia acquired CareJourney in June 2024 and subsequently launched AI-enabled solutions in February 2025 tied to that acquisition. These moves broaden benchmark datasets and deepen analytics across value-based care use cases.

Strong Market Position & Advantage: The company highlights large-scale data operations and a marquee client roster and continues to run its Aggregate user conference, indicating active enterprise traction. KLAS’ 2025 report shows an improved Arcadia Analytics score, suggesting rising customer perception.

Strong Revenue Growth: Reported results show total revenue and GMV rising strongly year over year across recent quarters, with management guiding to continued growth through the remainder of FY2026. Network scale gains in active consumers, merchants, and transactions per customer reinforce the top‑line momentum.

Profitability: Margins and earnings turned positive versus the prior year, with operating margin expanding and net income in the black. Management’s outlook implies sustaining positive operating leverage while scaling volumes.

Product Line Growth: The Affirm Card is scaling rapidly with sizable increases in GMV and active cardholders, lifting direct‑to‑consumer volume and engagement. Broader product adoption, including 0% APR offers, supported conversion and seasonal peaks.

Market Expansion: Feedback suggests Jellyfish has broadened its customer footprint to 500+ companies while increasing ecosystem presence via coalitions and partnerships. Recent newsroom updates and partnership announcements indicate active go-to-market execution.

Innovation-Driven Growth: Feedback suggests the company is extending its platform with AI-focused capabilities such as AI Impact and a smarter assistant, alongside ongoing research on AI’s effect on engineering. Product updates and integrations signal sustained investment in R&D and feature breadth.

Investor Backing & Capital Strength: Feedback suggests Jellyfish retains a solid capital base with total funding of roughly $114.5M, anchored by a $71M Series C. Named backers and the multi-round funding timeline support continued scaling capacity.

Investor Backing & Capital Strength: Recent financing activities indicate ample capital to scale product development and enterprise delivery following the 2024 pivot. Feedback suggests investor confidence aligns with growing demand for its life‑tech platform.

Strategic Partnerships: Named deployments with large carriers indicate expanding adoption of its underwriting and administration platform. Case studies and go‑live announcements point to meaningful usage across multiple product lines.

Strong Revenue Growth: Company communications describe rapid increases in recurring revenue and transaction volume since refocusing on enterprise software. These signals suggest momentum in its SaaS segment despite limited public financial detail.

Investor Backing & Capital Strength: The company has secured substantial venture investment from prominent firms and emphasizes having a strong balance sheet to fund initiatives. Feedback suggests this capital base supports continued R&D and go‑to‑market execution.

Strategic Partnerships: Presence in major cloud ecosystems, including a Google Cloud partner designation and an AWS Marketplace listing, indicates enterprise‑ready distribution channels. Feedback suggests these alignments can streamline procurement and extend commercial reach.

Product Line Growth: New offerings and documentation (e.g., Crunch, Screen, Chronicle AI) alongside an active research cadence signal consistent shipping and platform expansion. These developments position the company to address broader AI data efficiency and safety needs.

Strong Market Position & Advantage: Edmunds sustains a large, persistent audience and is grouped with leading third‑party auto research destinations, indicating durable scale and shopper relevance. Third‑party estimates and ongoing industry citations point to continued visibility in the automotive research cohort.

Innovation-Driven Growth: New discovery via AI assistants and launches such as a ChatGPT plugin, along with enhanced dealer services, signal ongoing product innovation and channel expansion. These moves broaden inbound demand beyond traditional search and social.

Strategic Partnerships: Full ownership by CarMax and tight integration with its sourcing and digital experiences show sustained backing and ecosystem leverage. Management commentary attributes contributions from the Edmunds team to dealer-sourced vehicle flows and digital enhancements.

Innovation-Driven Growth: FDA clearance of the eVO2peak module in December 2025 and multiple FDA‑cleared algorithms, alongside the physIQ acquisition adding mature analytics and biosensor pipelines, point to expanding technical capabilities. Active clinical programs (e.g., the OCORO all‑remote study) and conference presence indicate continued product and evidence development.

Market Expansion: Operations span 26+ countries with stated plans to extend access to Europe and Asia by 2026, signaling geographic scaling. Regulatory momentum and multi‑million hours of on‑body data suggest readiness to support broader deployment across markets.

Strong Hiring & Retention: A reported 51–200 employee range, 32 new hires in 2025, and ongoing postings (e.g., Director of Regulatory Affairs) reflect organizational scaling. Quality certifications (ISO 13485/MDSAP) and a dedicated production operations suite underscore maturing infrastructure alongside headcount growth.

Profitability: Adjusted EBITDA of $70.4M in 2025 with a 29% margin and Q4 2025 margin at 29% indicate disciplined cost control despite softer revenue. Management’s 2026 guide still anticipates mid‑20s margins, underscoring ongoing profit focus.

Healthy Cash Flow: Cash flow from operations totaled $53.8M in 2025 with positive unlevered free cash flow. This cash generation provides flexibility while the company works to stabilize growth.

Future-Ready Strategy: Management emphasizes improving retention, upsell/cross‑sell, and product integration, alongside continued product innovation and ecosystem alignment. Recognition such as Databricks’ 2024 Healthcare & Life Sciences Partner of the Year signals integration momentum in modern data stacks.

Investor Backing & Capital Strength: A $100M minority investment from Blackstone Growth announced in January 2026, corroborated by multiple credible sources and reported as a step-up in valuation, signals robust external capital support. The involvement of a late-stage growth investor is presented as a typical marker of expansion.

Strong Hiring & Retention: Public postings through late 2025–early 2026 show active recruiting for senior roles in data science and media services, indicating investment in delivery capacity and go-to-market. Headcount trajectory and senior hires through 2026 are noted as often leading topline by a few quarters.

Market Expansion: An enterprise client roster and broadened channel mix (social, CTV/streaming, web, direct mail, SMS) are described as consistent with moving up-market and expanding product surface area. These commercialization signals align with scaling sales and delivery.

Strong Revenue Growth: Revenue increased in 2025 and continued to rise into early 2026, supported by broad-based contributions across key units. Q4 results and early 2026 trends indicate sustained demand across the portfolio.

Profitability: Margins expanded alongside higher adjusted operating income, with the CRSP acquisition accretive to margins. Early 2026 also showed notable improvement in adjusted operating income.

Diversified Revenue Streams: Multiple engines—Morningstar Credit, PitchBook, and the Morningstar Direct Platform—drove growth, while Wealth and Retirement assets increased. This mix reduces dependence on any single segment.

Investor Backing & Capital Strength: A new funding round in January 2025 is cited across trackers, providing runway to support expansion and product buildout. This fresh capital aligns with continued platform promotion and broader commercial engagement.

Market Expansion: The platform reports engagement with more than 4,250 covered entities across all 50 states, indicating broad provider-side reach. Such breadth supports ongoing adoption of verification and compliance workflows.

Future-Ready Strategy: Manufacturers are newly requiring claims-level data submissions in 2026, which increases demand for claim verification and good faith inquiry tools Kalderos offers. Product launches like Discount Hub position the company to address these data and workflow needs.

Strategic Partnerships: The company announced a 2026 partnership with Comcast Advertising for advanced TV attribution and has been named a preferred provider by Warner Bros. Discovery, expanding credibility with premium publishers. Additional integrations such as DAX US in digital audio indicate growing ecosystem alignment.

Product Line Growth: A free self‑serve Brand Lift product launched in September 2025 and ongoing platform upgrades into 2025/26 signal active expansion of the measurement suite. Company materials also reference tools like Outcomes Lift and a published roadmap, consistent with continued R&D investment.

Market Expansion: Partnerships and integrations into CTV/linear TV and digital audio broaden reach beyond digital/social measurement. Ongoing industry mentions and awards help maintain visibility that can aid adoption across buyer and seller ecosystems.

Investor Backing & Capital Strength: A majority investment agreement by a large private‑equity sponsor at a higher valuation, with subsequent debt financing steps announced, indicates strong external capital support. This backing aligns with progress toward deal close and added resources for scaling.

Strong Market Position & Advantage: Consecutive placement as a Leader in Gartner’s DEX Magic Quadrant signals durable competitive positioning and broad enterprise adoption. Repeated recognition across major analyst frameworks points to sustained category strength.

Strong Revenue Growth: Multiple sources describe multi‑year expansion, including earlier ARR milestones and reports of revenue roughly tripling since 2021. While exact current figures are not routinely disclosed, customer and endpoint scale trend upward.

Strong Revenue Growth: Recent results show FY2025 revenue around $1.9B growing year over year, with Q4 2025 also up. FY2026 guidance of roughly $1.99–$2.05B indicates continued top-line expansion.

Profitability: 2025 flipped to positive GAAP net income with $42.3M for the year and $50.1M in Q4, alongside adjusted EBITDA of $215.5M and strong free cash flow. These results point to improving earnings power and cash generation.

Strategic Partnerships: A long‑term Yahoo agreement underpins open‑web scale while new ties with Microsoft (display), Apple News/Stocks, and CTV extensions with Paramount and LG, plus major publisher wins, broaden distribution and demand.

Profitability: Public reporting indicates Possible had its first full year of profitability in 2025 with nine‑figure revenue. The same profile also notes active hiring during this period.

Strong Revenue Growth: Forbes reports revenue rose from $69M in 2024 to $101M in 2025 alongside a swing to net profit. The borrower cohort also increased to 700,000 unique customers receiving at least one loan in 2025.

Market Expansion: Company materials highlight launching in 19 new U.S. states in 2025, broadening distribution. Additional signals include visible hiring and partnerships that support outreach and access.

Investor Backing & Capital Strength: A recent Series C led by Avra with participation from Sequoia, a16z, Redpoint, and Snowflake Ventures provides capital to hire and expand the product. Funding momentum and investor mix indicate confidence and resources to scale.

Strategic Partnerships: Recognition as Snowflake’s 2024 Data Cloud Product AI Partner of the Year and ongoing presence in Snowflake’s ecosystem expand distribution and credibility with enterprise data stacks. Additional partner motions and integrations strengthen go‑to‑market leverage.

Innovation-Driven Growth: The public changelog shows frequent releases into 2026, including Agents, Threads, automatic user memory, and a CLI. Product velocity and AI feature expansion suggest active R&D and a platform investing for scale.